{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "gpuType": "T4"
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "djA1V1s-qn7D",
        "outputId": "d99fec7e-acc4-4259-b696-c22a8c5a019c"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "bin\t\t\t    dev     lib32   NGC-DL-CONTAINER-LICENSE  root  tmp\n",
            "boot\t\t\t    etc     lib64   opt\t\t\t      run   tools\n",
            "content\t\t\t    home    libx32  proc\t\t      sbin  usr\n",
            "cuda-keyring_1.1-1_all.deb  kaggle  media   python-apt\t\t      srv   var\n",
            "datalab\t\t\t    lib     mnt     python-apt.tar.xz\t      sys\n"
          ]
        }
      ],
      "source": [
        "!ls /"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pwd"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Ei7r5XONrEXc",
        "outputId": "c581afbd-ffd0-4a25-8434-105a0ae2c27e"
      },
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!nvcc -V"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "M_yfndtLrELq",
        "outputId": "80b9d64b-898b-478a-c9c5-3956b48e4e45"
      },
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "nvcc: NVIDIA (R) Cuda compiler driver\n",
            "Copyright (c) 2005-2024 NVIDIA Corporation\n",
            "Built on Thu_Jun__6_02:18:23_PDT_2024\n",
            "Cuda compilation tools, release 12.5, V12.5.82\n",
            "Build cuda_12.5.r12.5/compiler.34385749_0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!nvidia-smi"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "c9NWdK8lrx5s",
        "outputId": "8002e19d-c996-4752-f360-a4bda6d267a1"
      },
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Sat Mar 15 21:21:53 2025       \n",
            "+-----------------------------------------------------------------------------------------+\n",
            "| NVIDIA-SMI 550.54.15              Driver Version: 550.54.15      CUDA Version: 12.4     |\n",
            "|-----------------------------------------+------------------------+----------------------+\n",
            "| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |\n",
            "| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |\n",
            "|                                         |                        |               MIG M. |\n",
            "|=========================================+========================+======================|\n",
            "|   0  Tesla T4                       Off |   00000000:00:04.0 Off |                    0 |\n",
            "| N/A   48C    P8              9W /   70W |       0MiB /  15360MiB |      0%      Default |\n",
            "|                                         |                        |                  N/A |\n",
            "+-----------------------------------------+------------------------+----------------------+\n",
            "                                                                                         \n",
            "+-----------------------------------------------------------------------------------------+\n",
            "| Processes:                                                                              |\n",
            "|  GPU   GI   CI        PID   Type   Process name                              GPU Memory |\n",
            "|        ID   ID                                                               Usage      |\n",
            "|=========================================================================================|\n",
            "|  No running processes found                                                             |\n",
            "+-----------------------------------------------------------------------------------------+\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import torch\n",
        "print(torch.backends.cudnn.version())\n",
        "print(torch.cuda.is_available())\n",
        "print(torch.backends.cudnn.enabled)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "kRaaJu-qtIZM",
        "outputId": "c6d2f3b0-a962-46f8-f248-48d3e716acff"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "90300\n",
            "True\n",
            "True\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "pip list"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "collapsed": true,
        "id": "c-LzF9DSttxo",
        "outputId": "30333a66-f41a-41b2-8b1f-8af2ceb176da"
      },
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Package                            Version\n",
            "---------------------------------- -------------------\n",
            "absl-py                            1.4.0\n",
            "accelerate                         1.3.0\n",
            "aiohappyeyeballs                   2.6.1\n",
            "aiohttp                            3.11.13\n",
            "aiosignal                          1.3.2\n",
            "alabaster                          1.0.0\n",
            "albucore                           0.0.23\n",
            "albumentations                     2.0.5\n",
            "ale-py                             0.10.2\n",
            "altair                             5.5.0\n",
            "annotated-types                    0.7.0\n",
            "anyio                              3.7.1\n",
            "argon2-cffi                        23.1.0\n",
            "argon2-cffi-bindings               21.2.0\n",
            "array_record                       0.7.1\n",
            "arviz                              0.20.0\n",
            "astropy                            7.0.1\n",
            "astropy-iers-data                  0.2025.3.10.0.29.26\n",
            "astunparse                         1.6.3\n",
            "atpublic                           4.1.0\n",
            "attrs                              25.2.0\n",
            "audioread                          3.0.1\n",
            "autograd                           1.7.0\n",
            "babel                              2.17.0\n",
            "backcall                           0.2.0\n",
            "beautifulsoup4                     4.13.3\n",
            "betterproto                        2.0.0b6\n",
            "bigframes                          1.38.0\n",
            "bigquery-magics                    0.6.0\n",
            "bleach                             6.2.0\n",
            "blinker                            1.9.0\n",
            "blis                               0.7.11\n",
            "blosc2                             3.2.0\n",
            "bokeh                              3.6.3\n",
            "Bottleneck                         1.4.2\n",
            "bqplot                             0.12.44\n",
            "branca                             0.8.1\n",
            "CacheControl                       0.14.2\n",
            "cachetools                         5.5.2\n",
            "catalogue                          2.0.10\n",
            "certifi                            2025.1.31\n",
            "cffi                               1.17.1\n",
            "chardet                            5.2.0\n",
            "charset-normalizer                 3.4.1\n",
            "chex                               0.1.89\n",
            "clarabel                           0.10.0\n",
            "click                              8.1.8\n",
            "cloudpathlib                       0.21.0\n",
            "cloudpickle                        3.1.1\n",
            "cmake                              3.31.6\n",
            "cmdstanpy                          1.2.5\n",
            "colorcet                           3.1.0\n",
            "colorlover                         0.3.0\n",
            "colour                             0.1.5\n",
            "community                          1.0.0b1\n",
            "confection                         0.1.5\n",
            "cons                               0.4.6\n",
            "contourpy                          1.3.1\n",
            "cramjam                            2.9.1\n",
            "cryptography                       43.0.3\n",
            "cuda-python                        12.6.2.post1\n",
            "cudf-cu12                          25.2.1\n",
            "cudf-polars-cu12                   25.2.2\n",
            "cufflinks                          0.17.3\n",
            "cuml-cu12                          25.2.1\n",
            "cupy-cuda12x                       13.3.0\n",
            "cuvs-cu12                          25.2.1\n",
            "cvxopt                             1.3.2\n",
            "cvxpy                              1.6.3\n",
            "cycler                             0.12.1\n",
            "cyipopt                            1.5.0\n",
            "cymem                              2.0.11\n",
            "Cython                             3.0.12\n",
            "dask                               2024.12.1\n",
            "dask-cuda                          25.2.0\n",
            "dask-cudf-cu12                     25.2.2\n",
            "dask-expr                          1.1.21\n",
            "datascience                        0.17.6\n",
            "db-dtypes                          1.4.2\n",
            "dbus-python                        1.2.18\n",
            "debugpy                            1.8.0\n",
            "decorator                          4.4.2\n",
            "defusedxml                         0.7.1\n",
            "Deprecated                         1.2.18\n",
            "diffusers                          0.32.2\n",
            "distributed                        2024.12.1\n",
            "distributed-ucxx-cu12              0.42.0\n",
            "distro                             1.9.0\n",
            "dlib                               19.24.2\n",
            "dm-tree                            0.1.9\n",
            "docker-pycreds                     0.4.0\n",
            "docstring_parser                   0.16\n",
            "docutils                           0.21.2\n",
            "dopamine_rl                        4.1.2\n",
            "duckdb                             1.1.3\n",
            "earthengine-api                    1.5.6\n",
            "easydict                           1.13\n",
            "editdistance                       0.8.1\n",
            "eerepr                             0.1.1\n",
            "einops                             0.8.1\n",
            "en-core-web-sm                     3.7.1\n",
            "entrypoints                        0.4\n",
            "et_xmlfile                         2.0.0\n",
            "etils                              1.12.2\n",
            "etuples                            0.3.9\n",
            "Farama-Notifications               0.0.4\n",
            "fastai                             2.7.19\n",
            "fastcore                           1.7.29\n",
            "fastdownload                       0.0.7\n",
            "fastjsonschema                     2.21.1\n",
            "fastprogress                       1.0.3\n",
            "fastrlock                          0.8.3\n",
            "filelock                           3.17.0\n",
            "firebase-admin                     6.6.0\n",
            "Flask                              3.1.0\n",
            "flatbuffers                        25.2.10\n",
            "flax                               0.10.4\n",
            "folium                             0.19.5\n",
            "fonttools                          4.56.0\n",
            "frozendict                         2.4.6\n",
            "frozenlist                         1.5.0\n",
            "fsspec                             2024.10.0\n",
            "future                             1.0.0\n",
            "gast                               0.6.0\n",
            "gcsfs                              2024.10.0\n",
            "GDAL                               3.6.4\n",
            "gdown                              5.2.0\n",
            "geemap                             0.35.3\n",
            "geocoder                           1.38.1\n",
            "geographiclib                      2.0\n",
            "geopandas                          1.0.1\n",
            "geopy                              2.4.1\n",
            "gin-config                         0.5.0\n",
            "gitdb                              4.0.12\n",
            "GitPython                          3.1.44\n",
            "glob2                              0.7\n",
            "google                             2.0.3\n",
            "google-ai-generativelanguage       0.6.15\n",
            "google-api-core                    2.24.2\n",
            "google-api-python-client           2.160.0\n",
            "google-auth                        2.38.0\n",
            "google-auth-httplib2               0.2.0\n",
            "google-auth-oauthlib               1.2.1\n",
            "google-cloud-aiplatform            1.79.0\n",
            "google-cloud-bigquery              3.29.0\n",
            "google-cloud-bigquery-connection   1.18.1\n",
            "google-cloud-bigquery-storage      2.29.0\n",
            "google-cloud-bigtable              2.29.0\n",
            "google-cloud-core                  2.4.3\n",
            "google-cloud-dataproc              5.18.0\n",
            "google-cloud-datastore             2.20.2\n",
            "google-cloud-firestore             2.20.1\n",
            "google-cloud-functions             1.19.0\n",
            "google-cloud-iam                   2.18.1\n",
            "google-cloud-language              2.16.0\n",
            "google-cloud-pubsub                2.28.0\n",
            "google-cloud-resource-manager      1.14.1\n",
            "google-cloud-spanner               3.52.0\n",
            "google-cloud-storage               2.19.0\n",
            "google-cloud-translate             3.19.0\n",
            "google-colab                       1.0.0\n",
            "google-crc32c                      1.6.0\n",
            "google-genai                       1.4.0\n",
            "google-generativeai                0.8.4\n",
            "google-pasta                       0.2.0\n",
            "google-resumable-media             2.7.2\n",
            "google-spark-connect               0.5.5\n",
            "googleapis-common-protos           1.69.1\n",
            "googledrivedownloader              1.1.0\n",
            "graphviz                           0.20.3\n",
            "greenlet                           3.1.1\n",
            "grpc-google-iam-v1                 0.14.1\n",
            "grpc-interceptor                   0.15.4\n",
            "grpcio                             1.71.0\n",
            "grpcio-status                      1.62.3\n",
            "grpclib                            0.4.7\n",
            "gspread                            6.1.4\n",
            "gspread-dataframe                  4.0.0\n",
            "gym                                0.25.2\n",
            "gym-notices                        0.0.8\n",
            "gymnasium                          1.1.1\n",
            "h11                                0.14.0\n",
            "h2                                 4.2.0\n",
            "h5netcdf                           1.6.1\n",
            "h5py                               3.12.1\n",
            "hdbscan                            0.8.40\n",
            "highspy                            1.9.0\n",
            "holidays                           0.68\n",
            "holoviews                          1.20.1\n",
            "hpack                              4.1.0\n",
            "html5lib                           1.1\n",
            "httpcore                           1.0.7\n",
            "httpimport                         1.4.1\n",
            "httplib2                           0.22.0\n",
            "httpx                              0.28.1\n",
            "huggingface-hub                    0.28.1\n",
            "humanize                           4.11.0\n",
            "hyperframe                         6.1.0\n",
            "hyperopt                           0.2.7\n",
            "ibis-framework                     9.2.0\n",
            "idna                               3.10\n",
            "imageio                            2.37.0\n",
            "imageio-ffmpeg                     0.6.0\n",
            "imagesize                          1.4.1\n",
            "imbalanced-learn                   0.13.0\n",
            "imgaug                             0.4.0\n",
            "immutabledict                      4.2.1\n",
            "importlib_metadata                 8.6.1\n",
            "importlib_resources                6.5.2\n",
            "imutils                            0.5.4\n",
            "inflect                            7.5.0\n",
            "iniconfig                          2.0.0\n",
            "intel-cmplr-lib-ur                 2025.0.5\n",
            "intel-openmp                       2025.0.5\n",
            "ipyevents                          2.0.2\n",
            "ipyfilechooser                     0.6.0\n",
            "ipykernel                          6.17.1\n",
            "ipyleaflet                         0.19.2\n",
            "ipyparallel                        8.8.0\n",
            "ipython                            7.34.0\n",
            "ipython-genutils                   0.2.0\n",
            "ipython-sql                        0.5.0\n",
            "ipytree                            0.2.2\n",
            "ipywidgets                         7.7.1\n",
            "itsdangerous                       2.2.0\n",
            "jax                                0.5.2\n",
            "jax-cuda12-pjrt                    0.5.1\n",
            "jax-cuda12-plugin                  0.5.1\n",
            "jaxlib                             0.5.1\n",
            "jeepney                            0.7.1\n",
            "jellyfish                          1.1.0\n",
            "jieba                              0.42.1\n",
            "Jinja2                             3.1.6\n",
            "jiter                              0.9.0\n",
            "joblib                             1.4.2\n",
            "jsonpatch                          1.33\n",
            "jsonpickle                         4.0.2\n",
            "jsonpointer                        3.0.0\n",
            "jsonschema                         4.23.0\n",
            "jsonschema-specifications          2024.10.1\n",
            "jupyter-client                     6.1.12\n",
            "jupyter-console                    6.1.0\n",
            "jupyter_core                       5.7.2\n",
            "jupyter-leaflet                    0.19.2\n",
            "jupyter-server                     1.24.0\n",
            "jupyterlab_pygments                0.3.0\n",
            "jupyterlab_widgets                 3.0.13\n",
            "kaggle                             1.6.17\n",
            "kagglehub                          0.3.10\n",
            "keras                              3.8.0\n",
            "keras-hub                          0.18.1\n",
            "keras-nlp                          0.18.1\n",
            "keyring                            23.5.0\n",
            "kiwisolver                         1.4.8\n",
            "langchain                          0.3.20\n",
            "langchain-core                     0.3.44\n",
            "langchain-text-splitters           0.3.6\n",
            "langcodes                          3.5.0\n",
            "langsmith                          0.3.13\n",
            "language_data                      1.3.0\n",
            "launchpadlib                       1.10.16\n",
            "lazr.restfulclient                 0.14.4\n",
            "lazr.uri                           1.0.6\n",
            "lazy_loader                        0.4\n",
            "libclang                           18.1.1\n",
            "libcudf-cu12                       25.2.1\n",
            "libcugraph-cu12                    25.2.0\n",
            "libcuml-cu12                       25.2.1\n",
            "libcuvs-cu12                       25.2.1\n",
            "libkvikio-cu12                     25.2.1\n",
            "libraft-cu12                       25.2.0\n",
            "librosa                            0.10.2.post1\n",
            "libucx-cu12                        1.18.0\n",
            "libucxx-cu12                       0.42.0\n",
            "lightgbm                           4.5.0\n",
            "linkify-it-py                      2.0.3\n",
            "llvmlite                           0.43.0\n",
            "locket                             1.0.0\n",
            "logical-unification                0.4.6\n",
            "lxml                               5.3.1\n",
            "marisa-trie                        1.2.1\n",
            "Markdown                           3.7\n",
            "markdown-it-py                     3.0.0\n",
            "MarkupSafe                         3.0.2\n",
            "matplotlib                         3.10.0\n",
            "matplotlib-inline                  0.1.7\n",
            "matplotlib-venn                    1.1.2\n",
            "mdit-py-plugins                    0.4.2\n",
            "mdurl                              0.1.2\n",
            "miniKanren                         1.0.3\n",
            "missingno                          0.5.2\n",
            "mistune                            3.1.2\n",
            "mizani                             0.13.1\n",
            "mkl                                2025.0.1\n",
            "ml-dtypes                          0.4.1\n",
            "mlxtend                            0.23.4\n",
            "more-itertools                     10.6.0\n",
            "moviepy                            1.0.3\n",
            "mpmath                             1.3.0\n",
            "msgpack                            1.1.0\n",
            "multidict                          6.1.0\n",
            "multipledispatch                   1.0.0\n",
            "multitasking                       0.0.11\n",
            "murmurhash                         1.0.12\n",
            "music21                            9.3.0\n",
            "namex                              0.0.8\n",
            "narwhals                           1.30.0\n",
            "natsort                            8.4.0\n",
            "nbclassic                          1.2.0\n",
            "nbclient                           0.10.2\n",
            "nbconvert                          7.16.6\n",
            "nbformat                           5.10.4\n",
            "ndindex                            1.9.2\n",
            "nest-asyncio                       1.6.0\n",
            "networkx                           3.4.2\n",
            "nibabel                            5.3.2\n",
            "nltk                               3.9.1\n",
            "notebook                           6.5.5\n",
            "notebook_shim                      0.2.4\n",
            "numba                              0.60.0\n",
            "numba-cuda                         0.2.0\n",
            "numexpr                            2.10.2\n",
            "numpy                              1.26.4\n",
            "nvidia-cublas-cu12                 12.5.3.2\n",
            "nvidia-cuda-cupti-cu12             12.5.82\n",
            "nvidia-cuda-nvcc-cu12              12.5.82\n",
            "nvidia-cuda-nvrtc-cu12             12.5.82\n",
            "nvidia-cuda-runtime-cu12           12.5.82\n",
            "nvidia-cudnn-cu12                  9.3.0.75\n",
            "nvidia-cufft-cu12                  11.2.3.61\n",
            "nvidia-curand-cu12                 10.3.6.82\n",
            "nvidia-cusolver-cu12               11.6.3.83\n",
            "nvidia-cusparse-cu12               12.5.1.3\n",
            "nvidia-cusparselt-cu12             0.6.2\n",
            "nvidia-ml-py                       12.570.86\n",
            "nvidia-nccl-cu12                   2.21.5\n",
            "nvidia-nvcomp-cu12                 4.2.0.11\n",
            "nvidia-nvjitlink-cu12              12.5.82\n",
            "nvidia-nvtx-cu12                   12.4.127\n",
            "nvtx                               0.2.11\n",
            "nx-cugraph-cu12                    25.2.0\n",
            "oauth2client                       4.1.3\n",
            "oauthlib                           3.2.2\n",
            "openai                             1.61.1\n",
            "opencv-contrib-python              4.11.0.86\n",
            "opencv-python                      4.11.0.86\n",
            "opencv-python-headless             4.11.0.86\n",
            "openpyxl                           3.1.5\n",
            "opentelemetry-api                  1.31.0\n",
            "opentelemetry-sdk                  1.31.0\n",
            "opentelemetry-semantic-conventions 0.52b0\n",
            "opt_einsum                         3.4.0\n",
            "optax                              0.2.4\n",
            "optree                             0.14.1\n",
            "orbax-checkpoint                   0.11.8\n",
            "orjson                             3.10.15\n",
            "osqp                               0.6.7.post3\n",
            "packaging                          24.2\n",
            "pandas                             2.2.2\n",
            "pandas-datareader                  0.10.0\n",
            "pandas-gbq                         0.28.0\n",
            "pandas-stubs                       2.2.2.240909\n",
            "pandocfilters                      1.5.1\n",
            "panel                              1.6.1\n",
            "param                              2.2.0\n",
            "parso                              0.8.4\n",
            "parsy                              2.1\n",
            "partd                              1.4.2\n",
            "pathlib                            1.0.1\n",
            "patsy                              1.0.1\n",
            "peewee                             3.17.9\n",
            "peft                               0.14.0\n",
            "pexpect                            4.9.0\n",
            "pickleshare                        0.7.5\n",
            "pillow                             11.1.0\n",
            "pip                                24.1.2\n",
            "platformdirs                       4.3.6\n",
            "plotly                             5.24.1\n",
            "plotnine                           0.14.5\n",
            "pluggy                             1.5.0\n",
            "ply                                3.11\n",
            "polars                             1.21.0\n",
            "pooch                              1.8.2\n",
            "portpicker                         1.5.2\n",
            "preshed                            3.0.9\n",
            "prettytable                        3.15.1\n",
            "proglog                            0.1.10\n",
            "progressbar2                       4.5.0\n",
            "prometheus_client                  0.21.1\n",
            "promise                            2.3\n",
            "prompt_toolkit                     3.0.50\n",
            "propcache                          0.3.0\n",
            "prophet                            1.1.6\n",
            "proto-plus                         1.26.1\n",
            "protobuf                           4.25.6\n",
            "psutil                             5.9.5\n",
            "psycopg2                           2.9.10\n",
            "ptyprocess                         0.7.0\n",
            "py-cpuinfo                         9.0.0\n",
            "py4j                               0.10.9.7\n",
            "pyarrow                            18.1.0\n",
            "pyasn1                             0.6.1\n",
            "pyasn1_modules                     0.4.1\n",
            "pycocotools                        2.0.8\n",
            "pycparser                          2.22\n",
            "pydantic                           2.10.6\n",
            "pydantic_core                      2.27.2\n",
            "pydata-google-auth                 1.9.1\n",
            "pydot                              3.0.4\n",
            "pydotplus                          2.0.2\n",
            "PyDrive                            1.3.1\n",
            "PyDrive2                           1.21.3\n",
            "pyerfa                             2.0.1.5\n",
            "pygame                             2.6.1\n",
            "pygit2                             1.17.0\n",
            "Pygments                           2.18.0\n",
            "PyGObject                          3.42.1\n",
            "PyJWT                              2.10.1\n",
            "pylibcudf-cu12                     25.2.1\n",
            "pylibcugraph-cu12                  25.2.0\n",
            "pylibraft-cu12                     25.2.0\n",
            "pymc                               5.20.1\n",
            "pymystem3                          0.2.0\n",
            "pynndescent                        0.5.13\n",
            "pynvjitlink-cu12                   0.5.2\n",
            "pynvml                             12.0.0\n",
            "pyogrio                            0.10.0\n",
            "Pyomo                              6.8.2\n",
            "PyOpenGL                           3.1.9\n",
            "pyOpenSSL                          24.2.1\n",
            "pyparsing                          3.2.1\n",
            "pyperclip                          1.9.0\n",
            "pyproj                             3.7.1\n",
            "pyshp                              2.3.1\n",
            "PySocks                            1.7.1\n",
            "pyspark                            3.5.5\n",
            "pytensor                           2.27.1\n",
            "pytest                             8.3.5\n",
            "python-apt                         0.0.0\n",
            "python-box                         7.3.2\n",
            "python-dateutil                    2.8.2\n",
            "python-louvain                     0.16\n",
            "python-slugify                     8.0.4\n",
            "python-snappy                      0.7.3\n",
            "python-utils                       3.9.1\n",
            "pytz                               2025.1\n",
            "pyviz_comms                        3.0.4\n",
            "PyYAML                             6.0.2\n",
            "pyzmq                              24.0.1\n",
            "qdldl                              0.1.7.post5\n",
            "raft-dask-cu12                     25.2.0\n",
            "rapids-dask-dependency             25.2.0\n",
            "ratelim                            0.1.6\n",
            "referencing                        0.36.2\n",
            "regex                              2024.11.6\n",
            "requests                           2.32.3\n",
            "requests-oauthlib                  2.0.0\n",
            "requests-toolbelt                  1.0.0\n",
            "requirements-parser                0.9.0\n",
            "rich                               13.9.4\n",
            "rmm-cu12                           25.2.0\n",
            "rpds-py                            0.23.1\n",
            "rpy2                               3.5.17\n",
            "rsa                                4.9\n",
            "safetensors                        0.5.3\n",
            "scikit-image                       0.25.2\n",
            "scikit-learn                       1.6.1\n",
            "scipy                              1.14.1\n",
            "scooby                             0.10.0\n",
            "scs                                3.2.7.post2\n",
            "seaborn                            0.13.2\n",
            "SecretStorage                      3.3.1\n",
            "Send2Trash                         1.8.3\n",
            "sentence-transformers              3.4.1\n",
            "sentencepiece                      0.2.0\n",
            "sentry-sdk                         2.22.0\n",
            "setproctitle                       1.3.5\n",
            "setuptools                         75.1.0\n",
            "shap                               0.46.0\n",
            "shapely                            2.0.7\n",
            "shellingham                        1.5.4\n",
            "simple-parsing                     0.1.7\n",
            "simplejson                         3.20.1\n",
            "simsimd                            6.2.1\n",
            "six                                1.17.0\n",
            "sklearn-compat                     0.1.3\n",
            "sklearn-pandas                     2.2.0\n",
            "slicer                             0.0.8\n",
            "smart-open                         7.1.0\n",
            "smmap                              5.0.2\n",
            "sniffio                            1.3.1\n",
            "snowballstemmer                    2.2.0\n",
            "sortedcontainers                   2.4.0\n",
            "soundfile                          0.13.1\n",
            "soupsieve                          2.6\n",
            "soxr                               0.5.0.post1\n",
            "spacy                              3.7.5\n",
            "spacy-legacy                       3.0.12\n",
            "spacy-loggers                      1.0.5\n",
            "spanner-graph-notebook             1.1.3\n",
            "Sphinx                             8.1.3\n",
            "sphinxcontrib-applehelp            2.0.0\n",
            "sphinxcontrib-devhelp              2.0.0\n",
            "sphinxcontrib-htmlhelp             2.1.0\n",
            "sphinxcontrib-jsmath               1.0.1\n",
            "sphinxcontrib-qthelp               2.0.0\n",
            "sphinxcontrib-serializinghtml      2.0.0\n",
            "SQLAlchemy                         2.0.39\n",
            "sqlglot                            25.6.1\n",
            "sqlparse                           0.5.3\n",
            "srsly                              2.5.1\n",
            "stanio                             0.5.1\n",
            "statsmodels                        0.14.4\n",
            "stringzilla                        3.12.3\n",
            "sympy                              1.13.1\n",
            "tables                             3.10.2\n",
            "tabulate                           0.9.0\n",
            "tbb                                2022.0.0\n",
            "tblib                              3.0.0\n",
            "tcmlib                             1.2.0\n",
            "tenacity                           9.0.0\n",
            "tensorboard                        2.18.0\n",
            "tensorboard-data-server            0.7.2\n",
            "tensorflow                         2.18.0\n",
            "tensorflow-datasets                4.9.8\n",
            "tensorflow-hub                     0.16.1\n",
            "tensorflow-io-gcs-filesystem       0.37.1\n",
            "tensorflow-metadata                1.16.1\n",
            "tensorflow-probability             0.25.0\n",
            "tensorflow-text                    2.18.1\n",
            "tensorstore                        0.1.72\n",
            "termcolor                          2.5.0\n",
            "terminado                          0.18.1\n",
            "text-unidecode                     1.3\n",
            "textblob                           0.19.0\n",
            "tf_keras                           2.18.0\n",
            "tf-slim                            1.1.0\n",
            "thinc                              8.2.5\n",
            "threadpoolctl                      3.5.0\n",
            "tifffile                           2025.2.18\n",
            "timm                               1.0.15\n",
            "tinycss2                           1.4.0\n",
            "tokenizers                         0.21.0\n",
            "toml                               0.10.2\n",
            "toolz                              0.12.1\n",
            "torch                              2.6.0+cu124\n",
            "torchaudio                         2.6.0+cu124\n",
            "torchsummary                       1.5.1\n",
            "torchvision                        0.21.0+cu124\n",
            "tornado                            6.4.2\n",
            "tqdm                               4.67.1\n",
            "traitlets                          5.7.1\n",
            "traittypes                         0.2.1\n",
            "transformers                       4.48.3\n",
            "treelite                           4.4.1\n",
            "treescope                          0.1.9\n",
            "triton                             3.2.0\n",
            "tweepy                             4.15.0\n",
            "typeguard                          4.4.2\n",
            "typer                              0.15.2\n",
            "types-pytz                         2025.1.0.20250204\n",
            "types-setuptools                   76.0.0.20250313\n",
            "typing_extensions                  4.12.2\n",
            "tzdata                             2025.1\n",
            "tzlocal                            5.3.1\n",
            "uc-micro-py                        1.0.3\n",
            "ucx-py-cu12                        0.42.0\n",
            "ucxx-cu12                          0.42.0\n",
            "umap-learn                         0.5.7\n",
            "umf                                0.9.1\n",
            "uritemplate                        4.1.1\n",
            "urllib3                            2.3.0\n",
            "vega-datasets                      0.9.0\n",
            "wadllib                            1.3.6\n",
            "wandb                              0.19.8\n",
            "wasabi                             1.1.3\n",
            "wcwidth                            0.2.13\n",
            "weasel                             0.4.1\n",
            "webcolors                          24.11.1\n",
            "webencodings                       0.5.1\n",
            "websocket-client                   1.8.0\n",
            "websockets                         14.2\n",
            "Werkzeug                           3.1.3\n",
            "wheel                              0.45.1\n",
            "widgetsnbextension                 3.6.10\n",
            "wordcloud                          1.9.4\n",
            "wrapt                              1.17.2\n",
            "xarray                             2025.1.2\n",
            "xarray-einstats                    0.8.0\n",
            "xgboost                            2.1.4\n",
            "xlrd                               2.0.1\n",
            "xyzservices                        2025.1.0\n",
            "yarl                               1.18.3\n",
            "yellowbrick                        1.5\n",
            "yfinance                           0.2.54\n",
            "zict                               3.0.0\n",
            "zipp                               3.21.0\n",
            "zstandard                          0.23.0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "butjqHAKt3xK"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}